Figure 1: Annual number of sites surveyed, with a distinction between belonging exclusively to REFNET (green bars), exclusively to REPNET (brown bars) and to both networks.
To assess the significance of a monotonous temporal trend for each sampling point, a Mann-Kendall non-parametric test is performed. Sen-Theil slope is then estimated in order to retrieve its sign. As the FBI score is a measure of degradation, both are positively correlated. Hence, if the trend is significant and the sign is positive, FBI scores tend to increase through time, reflecting a degradation of the river. On the contrary, a significant trend with a negative sign indicates an improvement of ‘river health’.
Figure 2: Map of the Fish-based index trends for the REPNET sites, with the hydrographic basins limits.
Figure 3: Description of taxa temporal trends using six indicators. Each point represents the annual median value of the indicator. Solid regression lines indicate that the Mann-Kendall trend test is statistically significant. The first two indicators “Density” and “Occupancy_rate” are fully described in the Methods section. The four other indicators are derived from the logistic models developed in Oberdorff et al. (2001) and giving the probability of occurrence of each of the 34 taxa as a function of a set of environmental characteristics. These models were originally fitted exclusively on reference (i.e. least-impacted) sites. We then considered a probability value over 50% as a predicted taxon presence and a probability below this threshold as a predicted taxon absence. These indicators are: (1) the percentage of sites where the taxon is predicted present and observed present (hereafter Confirmed_Presence), (2) the percentage of sites where the taxon taxon is predicted absent but observed present (hereafter Unexpected_Presence), (3) the percentage of sites where the taxon is predicted absent and observed absent (hereafter Confirmed_Absence) and (4) the percentage of sites where the taxon is predicted present but observed absent (hereafter Unexpected_Absence). When analyzed separately, these four indicators reflect temporal trends in the sites habitat suitability (or un-suitability) for a given taxon, according to the models.
Taxon | total_nb_sp | nb_rheophilic_sp | nb_lithophilic_sp | total_dens_indiv | dens_tolerant_indiv | dens_invertivorous_indiv | dens_omnivorous_indiv |
|---|---|---|---|---|---|---|---|
Alburnus alburnus | X | X | X | X | |||
Anguilla anguilla | X | X | X | ||||
Barbus barbus | X | X | X | X | |||
Barbus meridionalis | X | X | X | X | |||
Telestes souffia | X | X | X | ||||
Rhodeus amarus | X | X | |||||
Abramis brama | X | X | X | X | |||
Esox spp | X | X | |||||
Carassius spp | X | X | X | ||||
Cyprinus carpio | X | X | X | ||||
Cottus spp | X | X | X | X | X | ||
Squalius cephalus | X | X | X | X | |||
Gasterosteus aculeatus | X | X | X | X | |||
Pungitius pungitius | X | X | X | ||||
Rutilus rutilus | X | X | X | X | |||
Gobio spp | X | X | X | ||||
Gymnocephalus cernua | X | X | X | ||||
Chondrostoma nasus | X | X | X | X | |||
Barbatula spp | X | X | X | ||||
Lota lota | X | X | X | ||||
Lampetra planeri | X | X | X | ||||
Thymallus spp | X | X | X | X | X | ||
Ameiurus melas | X | X | X | X | |||
Perca fluviatilis | X | X | |||||
Lepomis gibbosus | X | X | X | ||||
Scardinius erythrophthalmus | X | X | X | ||||
Sander lucioperca | X | X | |||||
Salmo salar | X | X | X | X | X | ||
Alburnoides bipunctatus | X | X | X | X | X | ||
Tinca tinca | X | X | X | ||||
Parachondrostoma toxostoma | X | X | X | X | X | ||
Salmo trutta | X | X | X | X | X | ||
Phoxinus spp | X | X | X | ||||
Leuciscus spp | X | X | X | X |
network | period | variable | mk_pvalue | sens_slope | sig | trend |
|---|---|---|---|---|---|---|
REFNET | 2013-2023 | p25 | 0.020 | 0.1233 | TRUE | Degradation |
REFNET | 2013-2023 | p50 | 0.062 | 0.0992 | FALSE | No trend |
REFNET | 2013-2023 | p75 | 0.008 | 0.1422 | TRUE | Degradation |
REPNET | 2013-2023 | p25 | 0.020 | 0.0635 | TRUE | Degradation |
REPNET | 2013-2023 | p50 | 0.436 | 0.0428 | FALSE | No trend |
REPNET | 2013-2023 | p75 | 0.043 | 0.1355 | TRUE | Degradation |
Degradation | Improvement | No trend | |||
|---|---|---|---|---|---|
REPNET | REFNET | REPNET | REFNET | REPNET | REFNET |
8.9% (n=124) | 15.8% (n=49) | 5.2% (n=73) | 7.1% (n=22) | 85.9% (n=1201) | 77.1% (n=239) |